The vertical distance measured from curb or grade level to the highest level of a flat or mansard roof, or to the average height of a pitched, gabled, hip, or gambrel roof; in general, bulkheads, penthouses, etc., are excluded provided they are relatively low and do not occupy a large percentage of the area of the roof upon which they are located.